Pandas Profile: airbnb listings analysis

Dataset statistics

Number of variables	45
Number of observations	19635
Missing cells	54421
Missing cells (%)	6.2%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.7 MiB
Average record size in memory	360.0 B

Variable types

NUM	26
CAT	15
BOOL	4

Warnings

`requires_license` has constant value "19635"	Constant
`zipcode` has a high cardinality: 7053 distinct values	High cardinality
`amenities` has a high cardinality: 18910 distinct values	High cardinality
`price` has a high cardinality: 448 distinct values	High cardinality
`security_deposit` has a high cardinality: 145 distinct values	High cardinality
`cleaning_fee` has a high cardinality: 109 distinct values	High cardinality
`extra_people` has a high cardinality: 105 distinct values	High cardinality
`calendar_updated` has a high cardinality: 81 distinct values	High cardinality
`first_review` has a high cardinality: 2449 distinct values	High cardinality
`last_review` has a high cardinality: 1552 distinct values	High cardinality
`availability_60` is highly correlated with `availability_30` and 1 other fields	High correlation
`availability_30` is highly correlated with `availability_60` and 1 other fields	High correlation
`availability_90` is highly correlated with `availability_30` and 1 other fields	High correlation
`reviews_per_month` is highly correlated with `number_of_reviews_ltm`	High correlation
`number_of_reviews_ltm` is highly correlated with `reviews_per_month`	High correlation
`neighbourhood` has 782 (4.0%) missing values	Missing
`zipcode` has 785 (4.0%) missing values	Missing
`square_feet` has 19282 (98.2%) missing values	Missing
`security_deposit` has 5791 (29.5%) missing values	Missing
`cleaning_fee` has 3483 (17.7%) missing values	Missing
`first_review` has 2253 (11.5%) missing values	Missing
`last_review` has 2253 (11.5%) missing values	Missing
`review_scores_rating` has 2478 (12.6%) missing values	Missing
`review_scores_accuracy` has 2489 (12.7%) missing values	Missing
`review_scores_cleanliness` has 2487 (12.7%) missing values	Missing
`review_scores_checkin` has 2497 (12.7%) missing values	Missing
`review_scores_communication` has 2489 (12.7%) missing values	Missing
`review_scores_location` has 2495 (12.7%) missing values	Missing
`review_scores_value` has 2495 (12.7%) missing values	Missing
`reviews_per_month` has 2253 (11.5%) missing values	Missing
`minimum_nights` is highly skewed (γ1 = 49.22046326)	Skewed
`amenities` is uniformly distributed	Uniform
`id` has unique values	Unique
`bedrooms` has 1041 (5.3%) zeros	Zeros
`beds` has 359 (1.8%) zeros	Zeros
`availability_30` has 13283 (67.6%) zeros	Zeros
`availability_60` has 12138 (61.8%) zeros	Zeros
`availability_90` has 11742 (59.8%) zeros	Zeros
`availability_365` has 10627 (54.1%) zeros	Zeros
`number_of_reviews` has 2253 (11.5%) zeros	Zeros
`number_of_reviews_ltm` has 8040 (40.9%) zeros	Zeros

Reproduction

Analysis started	2020-10-29 21:12:07.827378
Analysis finished	2020-10-29 21:13:26.108374
Duration	1 minute and 18.28 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

id
Real number (ℝ_≥0)

UNIQUE

Distinct	19635
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	19699441.53
Minimum	2818
Maximum	42889614
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	2818
5-th percentile	1744939.6
Q1	9831484
median	18733799
Q3	28970512.5
95-th percentile	40525991
Maximum	42889614
Range	42886796
Interquartile range (IQR)	19139028.5

Descriptive statistics

Standard deviation	11989897.17
Coefficient of variation (CV)	0.6086414761
Kurtosis	-0.9867004527
Mean	19699441.53
Median Absolute Deviation (MAD)	9395000
Skewness	0.2482763283
Sum	3.867985345e+11
Variance	1.437576342e+14
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19075070	1	< 0.1%
23260652	1	< 0.1%
13113974	1	< 0.1%
8579704	1	< 0.1%
3865210	1	< 0.1%
36055971	1	< 0.1%
7723646	1	< 0.1%
6533306	1	< 0.1%
23878209	1	< 0.1%
21653143	1	< 0.1%
Other values (19625)	19625	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2818	1	< 0.1%
20168	1	< 0.1%
25428	1	< 0.1%
27886	1	< 0.1%
28871	1	< 0.1%

Value	Count	Frequency (%)
42889614	1	< 0.1%
42889001	1	< 0.1%
42888759	1	< 0.1%
42888420	1	< 0.1%
42886432	1	< 0.1%

host_id
Real number (ℝ_≥0)

Distinct	17178
Distinct (%)	87.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	62441308.93
Minimum	3159
Maximum	341514376
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	3159
5-th percentile	2095019.7
Q1	9054947
median	26910781
Q3	82729966.5
95-th percentile	248291048.4
Maximum	341514376
Range	341511217
Interquartile range (IQR)	73675019.5

Descriptive statistics

Standard deviation	78715726.66
Coefficient of variation (CV)	1.260635435
Kurtosis	2.144687818
Mean	62441308.93
Median Absolute Deviation (MAD)	22116668
Skewness	1.71144381
Sum	1.226035101e+12
Variance	6.196165624e+15
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1464510	39	0.2%
7594884	37	0.2%
65859990	35	0.2%
14874061	31	0.2%
2856748	26	0.1%
113977564	24	0.1%
76104209	21	0.1%
44168250	21	0.1%
203731852	19	0.1%
107745142	18	0.1%
Other values (17168)	19364	98.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3159	1	< 0.1%
3592	1	< 0.1%
7924	1	< 0.1%
12085	1	< 0.1%
30390	1	< 0.1%

Value	Count	Frequency (%)
341514376	1	< 0.1%
341510886	1	< 0.1%
341483959	1	< 0.1%
341432744	1	< 0.1%
341296659	1	< 0.1%

neighbourhood
Categorical

MISSING

Distinct	44
Distinct (%)	0.2%
Missing	782
Missing (%)	4.0%
Memory size	153.4 KiB

Oud-West	3225
Oud-Zuid	1751
Bos en Lommer	1166
Grachtengordel	1148
Indische Buurt	1009
Other values (39)	10554

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Oud-West	3225	16.4%
Oud-Zuid	1751	8.9%
Bos en Lommer	1166	5.9%
Grachtengordel	1148	5.8%
Indische Buurt	1009	5.1%
Oosterparkbuurt	965	4.9%
Jordaan	914	4.7%
Frederik Hendrikbuurt	910	4.6%
De Pijp	901	4.6%
Rivierenbuurt	728	3.7%
Other values (34)	6136	31.3%
(Missing)	782	4.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	35
Median length	13
Mean length	12.249096
Min length	3

zipcode
Categorical

HIGH CARDINALITY
MISSING

Distinct	7053
Distinct (%)	37.4%
Missing	785
Missing (%)	4.0%
Memory size	153.4 KiB

1054	291
1055	270
1056	207
1053	203
1057	190
Other values (7048)	17689

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
1054	291	1.5%
1055	270	1.4%
1056	207	1.1%
1053	203	1.0%
1057	190	1.0%
1072	180	0.9%
1017	176	0.9%
1058	173	0.9%
1052	165	0.8%
1094	160	0.8%
Other values (7043)	16835	85.7%
(Missing)	785	4.0%

Frequencies of value counts

Unique

Unique	3853 ?
Unique (%)	20.4%

Histogram of lengths of the category

Length

Max length	16
Median length	7
Mean length	6.049554367
Min length	1

latitude
Real number (ℝ_≥0)

Distinct	6050
Distinct (%)	30.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	52.36535482
Minimum	52.28927
Maximum	52.42699
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	52.28927
5-th percentile	52.342434
Q1	52.35511
median	52.3647
Q3	52.37525
95-th percentile	52.391103
Maximum	52.42699
Range	0.13772
Interquartile range (IQR)	0.02014

Descriptive statistics

Standard deviation	0.01644307032
Coefficient of variation (CV)	0.0003140066629
Kurtosis	2.146726369
Mean	52.36535482
Median Absolute Deviation (MAD)	0.00998
Skewness	-0.1301925898
Sum	1028193.742
Variance	0.0002703745614
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52.37003	16	0.1%
52.36213	15	0.1%
52.36495	14	0.1%
52.36096	14	0.1%
52.36537	13	0.1%
52.35477	13	0.1%
52.36376	13	0.1%
52.35638	12	0.1%
52.36637	12	0.1%
52.35555	12	0.1%
Other values (6040)	19501	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
52.28927	1	< 0.1%
52.28954	1	< 0.1%
52.28965	1	< 0.1%
52.29022	1	< 0.1%
52.29031	1	< 0.1%

Value	Count	Frequency (%)
52.42699	1	< 0.1%
52.42512	1	< 0.1%
52.42509	1	< 0.1%
52.42471	1	< 0.1%
52.42452	1	< 0.1%

longitude
Real number (ℝ_≥0)

Distinct	9880
Distinct (%)	50.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.889667804
Minimum	4.75237
Maximum	5.02769
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	4.75237
5-th percentile	4.844092
Q1	4.863875
median	4.88725
Q3	4.909325
95-th percentile	4.948076
Maximum	5.02769
Range	0.27532
Interquartile range (IQR)	0.04545

Descriptive statistics

Standard deviation	0.03607320963
Coefficient of variation (CV)	0.00737743566
Kurtosis	1.050792712
Mean	4.889667804
Median Absolute Deviation (MAD)	0.02277
Skewness	0.5233471282
Sum	96008.62733
Variance	0.001301276453
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.89635	12	0.1%
4.87467	12	0.1%
4.85967	10	0.1%
4.87443	9	< 0.1%
4.90719	9	< 0.1%
4.88857	8	< 0.1%
4.87344	8	< 0.1%
4.88589	8	< 0.1%
4.8612	8	< 0.1%
4.88099	8	< 0.1%
Other values (9870)	19543	99.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4.75237	1	< 0.1%
4.75572	1	< 0.1%
4.75594	1	< 0.1%
4.75943	1	< 0.1%
4.76326	1	< 0.1%

Value	Count	Frequency (%)
5.02769	1	< 0.1%
5.0267	1	< 0.1%
5.0184	1	< 0.1%
5.0183	1	< 0.1%
5.01806	1	< 0.1%

is_location_exact
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

t	13836
f	5799

Common Values
Chart

Value	Count	Frequency (%)
t	13836	70.5%
f	5799	29.5%

property_type
Categorical

Distinct	35
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

Apartment	14890
House	1659
Townhouse	673
Bed and breakfast	395
Loft	379
Other values (30)	1639

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Apartment	14890	75.8%
House	1659	8.4%
Townhouse	673	3.4%
Bed and breakfast	395	2.0%
Loft	379	1.9%
Condominium	351	1.8%
Boat	334	1.7%
Houseboat	320	1.6%
Guest suite	154	0.8%
Aparthotel	113	0.6%
Other values (25)	367	1.9%

Frequencies of value counts

Unique

Unique	6 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	22
Median length	9
Mean length	8.709345556
Min length	3

room_type
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

Entire home/apt	15313
Private room	4006
Hotel room	265
Shared room	51

Frequencies
Length

Value	Count	Frequency (%)
Entire home/apt	15313	78.0%
Private room	4006	20.4%
Hotel room	265	1.3%
Shared room	51	0.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	15
Median length	15
Mean length	14.31005857
Min length	10

accommodates
Real number (ℝ_≥0)

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.860860708
Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	2
Q3	4
95-th percentile	4
Maximum	16
Range	15
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.293369986
Coefficient of variation (CV)	0.4520912125
Kurtosis	19.19604452
Mean	2.860860708
Median Absolute Deviation (MAD)	0
Skewness	2.724111695
Sum	56173
Variance	1.672805921
Monotocity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
2	10736	54.7%
4	5985	30.5%
3	1518	7.7%
1	491	2.5%
5	365	1.9%
6	364	1.9%
8	60	0.3%
7	52	0.3%
16	30	0.2%
12	15	0.1%
Other values (5)	19	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	491	2.5%
2	10736	54.7%
3	1518	7.7%
4	5985	30.5%
5	365	1.9%

Value	Count	Frequency (%)
16	30	0.2%
14	3	< 0.1%
13	2	< 0.1%
12	15	0.1%
11	1	< 0.1%

bathrooms
Real number (ℝ_≥0)

Distinct	13
Distinct (%)	0.1%
Missing	6
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%

Mean	1.191731622
Minimum	0
Maximum	8
Zeros	37
Zeros (%)	0.2%
Memory size	153.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1.5
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	0.39255529
Coefficient of variation (CV)	0.3293990718
Kurtosis	19.65937222
Mean	1.191731622
Median Absolute Deviation (MAD)	0
Skewness	3.091234346
Sum	23392.5
Variance	0.1540996557
Monotocity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	13990	71.3%
1.5	4154	21.2%
2	905	4.6%
2.5	274	1.4%
3	106	0.5%
0.5	79	0.4%
3.5	60	0.3%
0	37	0.2%
4	15	0.1%
4.5	5	< 0.1%
Other values (3)	4	< 0.1%
(Missing)	6	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	37	0.2%
0.5	79	0.4%
1	13990	71.3%
1.5	4154	21.2%
2	905	4.6%

Value	Count	Frequency (%)
8	2	< 0.1%
5.5	1	< 0.1%
5	1	< 0.1%
4.5	5	< 0.1%
4	15	0.1%

bedrooms
Real number (ℝ_≥0)

ZEROS

Distinct	12
Distinct (%)	0.1%
Missing	19
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%

Mean	1.453456362
Minimum	0
Maximum	12
Zeros	1041
Zeros (%)	5.3%
Memory size	153.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	12
Range	12
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8926443589
Coefficient of variation (CV)	0.6141528443
Kurtosis	10.35039294
Mean	1.453456362
Median Absolute Deviation (MAD)	0
Skewness	1.963423724
Sum	28511
Variance	0.7968139515
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	11663	59.4%
2	4691	23.9%
3	1634	8.3%
0	1041	5.3%
4	476	2.4%
5	78	0.4%
6	12	0.1%
8	6	< 0.1%
12	6	< 0.1%
7	3	< 0.1%
Other values (2)	6	< 0.1%
(Missing)	19	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1041	5.3%
1	11663	59.4%
2	4691	23.9%
3	1634	8.3%
4	476	2.4%

Value	Count	Frequency (%)
12	6	< 0.1%
10	3	< 0.1%
9	3	< 0.1%
8	6	< 0.1%
7	3	< 0.1%

beds
Real number (ℝ_≥0)

ZEROS

Distinct	25
Distinct (%)	0.1%
Missing	84
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%

Mean	1.777249246
Minimum	0
Maximum	32
Zeros	359
Zeros (%)	1.8%
Memory size	153.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	32
Range	32
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.40995584
Coefficient of variation (CV)	0.7933360184
Kurtosis	93.74949546
Mean	1.777249246
Median Absolute Deviation (MAD)	0
Skewness	6.300651488
Sum	34747
Variance	1.987975471
Monotocity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
1	10617	54.1%
2	4944	25.2%
3	1821	9.3%
4	1191	6.1%
0	359	1.8%
5	333	1.7%
6	180	0.9%
8	30	0.2%
7	27	0.1%
12	7	< 0.1%
Other values (15)	42	0.2%
(Missing)	84	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	359	1.8%
1	10617	54.1%
2	4944	25.2%
3	1821	9.3%
4	1191	6.1%

Value	Count	Frequency (%)
32	5	< 0.1%
30	1	< 0.1%
26	1	< 0.1%
24	3	< 0.1%
22	1	< 0.1%

bed_type
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

Real Bed	19482
Pull-out Sofa	102
Futon	33
Airbed	13
Couch	5

Frequencies
Length

Value	Count	Frequency (%)
Real Bed	19482	99.2%
Pull-out Sofa	102	0.5%
Futon	33	0.2%
Airbed	13	0.1%
Couch	5	< 0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	13
Median length	8
Mean length	8.018843901
Min length	5

amenities
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	18910
Distinct (%)	96.3%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

{"translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50"}	25
{}	18
{TV,Wifi,Kitchen,Heating,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Hangers,"Laptop friendly workspace","Hot water","Bed linens"}	17
{"Family/kid friendly","translation missing: en.hosting_amenity_50"}	10
{Internet,Wifi,Heating,"Smoke detector",Hangers,"Self check-in","Building staff","Outlet covers"}	8
Other values (18905)	19557

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
{"translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50"}	25	0.1%
{}	18	0.1%
{TV,Wifi,Kitchen,Heating,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Hangers,"Laptop friendly workspace","Hot water","Bed linens"}	17	0.1%
{"Family/kid friendly","translation missing: en.hosting_amenity_50"}	10	0.1%
{Internet,Wifi,Heating,"Smoke detector",Hangers,"Self check-in","Building staff","Outlet covers"}	8	< 0.1%
{Wifi,Kitchen,Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer",Iron}	7	< 0.1%
{TV,"Cable TV",Internet,Wifi,Kitchen,Heating,Washer,Essentials}	7	< 0.1%
{TV,"Cable TV",Wifi,Kitchen,Heating,Washer,Dryer,"Smoke detector",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Private living room","Private entrance",Bathtub,"Hot water","Bed linens","Extra pillows and blankets",Microwave,"Coffee maker",Refrigerator,Dishwasher,"Dishes and silverware","Cooking basics",Oven,Stove,"Luggage dropoff allowed","Long term stays allowed","Handheld shower head","Step-free shower"}	6	< 0.1%
{TV,Wifi,Kitchen,Heating,Washer,"Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Private entrance"}	6	< 0.1%
{Wifi,Kitchen,"Free parking on premises","Free street parking",Heating,Washer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Hot water","Bed linens","Coffee maker",Refrigerator,Dishwasher,"Dishes and silverware","Cooking basics",Oven,Stove,"Host greets you"}	6	< 0.1%
Other values (18900)	19525	99.4%

Frequencies of value counts

Unique

Unique	18434 ?
Unique (%)	93.9%

Histogram of lengths of the category

Length

Max length	1073
Median length	266
Mean length	291.6818946
Min length	2

square_feet
Real number (ℝ_≥0)

MISSING

Distinct	73
Distinct (%)	20.7%
Missing	19282
Missing (%)	98.2%
Infinite	0
Infinite (%)	0.0%

Mean	535.8470255
Minimum	0
Maximum	2691
Zeros	105
Zeros (%)	0.5%
Memory size	153.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	484
Q3	807
95-th percentile	1615
Maximum	2691
Range	2691
Interquartile range (IQR)	807

Descriptive statistics

Standard deviation	525.773596
Coefficient of variation (CV)	0.981200923
Kurtosis	0.9138105254
Mean	535.8470255
Median Absolute Deviation (MAD)	452
Skewness	0.9926922079
Sum	189154
Variance	276437.8743
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	105	0.5%
753	20	0.1%
646	14	0.1%
700	14	0.1%
592	12	0.1%
1076	11	0.1%
1615	10	0.1%
969	10	0.1%
538	10	0.1%
861	9	< 0.1%
Other values (63)	138	0.7%
(Missing)	19282	98.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	105	0.5%
8	1	< 0.1%
28	1	< 0.1%
32	1	< 0.1%
50	1	< 0.1%

Value	Count	Frequency (%)
2691	1	< 0.1%
2422	1	< 0.1%
2153	2	< 0.1%
1938	3	< 0.1%
1884	1	< 0.1%

price
Categorical

HIGH CARDINALITY

Distinct	448
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

$150.00	1324
$100.00	1023
$120.00	910
$200.00	798
$125.00	633
Other values (443)	14947

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
$150.00	1324	6.7%
$100.00	1023	5.2%
$120.00	910	4.6%
$200.00	798	4.1%
$125.00	633	3.2%
$250.00	550	2.8%
$110.00	504	2.6%
$80.00	492	2.5%
$90.00	491	2.5%
$130.00	478	2.4%
Other values (438)	12432	63.3%

Frequencies of value counts

Unique

Unique	116 ?
Unique (%)	0.6%

Histogram of lengths of the category

Length

Max length	9
Median length	7
Mean length	6.752737459
Min length	5

security_deposit
Categorical

HIGH CARDINALITY
MISSING

Distinct	145
Distinct (%)	1.0%
Missing	5791
Missing (%)	29.5%
Memory size	153.4 KiB

$0.00	4586
$250.00	1658
$100.00	1418
$200.00	1194
$150.00	1169
Other values (140)	3819

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
$0.00	4586	23.4%
$250.00	1658	8.4%
$100.00	1418	7.2%
$200.00	1194	6.1%
$150.00	1169	6.0%
$500.00	1034	5.3%
$300.00	1032	5.3%
$400.00	290	1.5%
$1,000.00	259	1.3%
$350.00	237	1.2%
Other values (135)	967	4.9%
(Missing)	5791	29.5%

Frequencies of value counts

Unique

Unique	63 ?
Unique (%)	0.5%

Histogram of lengths of the category

Length

Max length	9
Median length	5
Mean length	5.393684747
Min length	3

cleaning_fee
Categorical

HIGH CARDINALITY
MISSING

Distinct	109
Distinct (%)	0.7%
Missing	3483
Missing (%)	17.7%
Memory size	153.4 KiB

$50.00	2257
$30.00	1708
$40.00	1494
$35.00	1419
$25.00	1416
Other values (104)	7858

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
$50.00	2257	11.5%
$30.00	1708	8.7%
$40.00	1494	7.6%
$35.00	1419	7.2%
$25.00	1416	7.2%
$45.00	1170	6.0%
$0.00	1091	5.6%
$20.00	1011	5.1%
$60.00	711	3.6%
$15.00	552	2.8%
Other values (99)	3323	16.9%
(Missing)	3483	17.7%

Frequencies of value counts

Unique

Unique	24 ?
Unique (%)	0.1%

Histogram of lengths of the category

Length

Max length	7
Median length	6
Mean length	5.428163993
Min length	3

guests_included
Real number (ℝ_≥0)

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.45592055
Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	16
Range	15
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9406498861
Coefficient of variation (CV)	0.6460860011
Kurtosis	52.23382339
Mean	1.45592055
Median Absolute Deviation (MAD)	0
Skewness	5.048120687
Sum	28587
Variance	0.8848222082
Monotocity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	13550	69.0%
2	4744	24.2%
4	858	4.4%
3	315	1.6%
5	70	0.4%
6	56	0.3%
16	13	0.1%
8	11	0.1%
12	7	< 0.1%
10	4	< 0.1%
Other values (4)	7	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	13550	69.0%
2	4744	24.2%
3	315	1.6%
4	858	4.4%
5	70	0.4%

Value	Count	Frequency (%)
16	13	0.1%
15	1	< 0.1%
14	1	< 0.1%
12	7	< 0.1%
10	4	< 0.1%

extra_people
Categorical

HIGH CARDINALITY

Distinct	105
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

$0.00	13408
$25.00	979
$50.00	766
$30.00	765
$20.00	720
Other values (100)	2997

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
$0.00	13408	68.3%
$25.00	979	5.0%
$50.00	766	3.9%
$30.00	765	3.9%
$20.00	720	3.7%
$15.00	492	2.5%
$10.00	447	2.3%
$40.00	377	1.9%
$35.00	367	1.9%
$45.00	140	0.7%
Other values (95)	1174	6.0%

Frequencies of value counts

Unique

Unique	26 ?
Unique (%)	0.1%

Histogram of lengths of the category

Length

Max length	7
Median length	5
Mean length	5.321415839
Min length	5

minimum_nights
Real number (ℝ_≥0)

SKEWED

Distinct	63
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.494168577
Minimum	1
Maximum	1001
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	3
95-th percentile	7
Maximum	1001
Range	1000
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	15.11868782
Coefficient of variation (CV)	4.326834122
Kurtosis	3006.206697
Mean	3.494168577
Median Absolute Deviation (MAD)	1
Skewness	49.22046326
Sum	68608
Variance	228.5747215
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	7625	38.8%
3	4989	25.4%
1	3109	15.8%
4	1601	8.2%
5	1006	5.1%
7	521	2.7%
6	245	1.2%
14	91	0.5%
10	87	0.4%
30	64	0.3%
Other values (53)	297	1.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3109	15.8%
2	7625	38.8%
3	4989	25.4%
4	1601	8.2%
5	1006	5.1%

Value	Count	Frequency (%)
1001	1	< 0.1%
1000	1	< 0.1%
999	1	< 0.1%
500	1	< 0.1%
365	2	< 0.1%

maximum_nights
Real number (ℝ_≥0)

Distinct	139
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	615.3850267
Minimum	1
Maximum	11250
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	20
median	1125
Q3	1125
95-th percentile	1125
Maximum	11250
Range	11249
Interquartile range (IQR)	1105

Descriptive statistics

Standard deviation	548.5281498
Coefficient of variation (CV)	0.8913576477
Kurtosis	5.20448002
Mean	615.3850267
Median Absolute Deviation (MAD)	0
Skewness	0.2313909737
Sum	12083085
Variance	300883.1312
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1125	10046	51.2%
30	1480	7.5%
14	957	4.9%
7	857	4.4%
10	508	2.6%
21	479	2.4%
365	423	2.2%
60	417	2.1%
5	360	1.8%
20	359	1.8%
Other values (129)	3749	19.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	28	0.1%
2	134	0.7%
3	238	1.2%
4	290	1.5%
5	360	1.8%

Value	Count	Frequency (%)
11250	1	< 0.1%
1825	3	< 0.1%
1126	1	< 0.1%
1125	10046	51.2%
1124	260	1.3%

calendar_updated
Categorical

HIGH CARDINALITY

Distinct	81
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

today	1431
2 weeks ago	1242
2 months ago	1182
3 months ago	948
3 weeks ago	889
Other values (76)	13943

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
today	1431	7.3%
2 weeks ago	1242	6.3%
2 months ago	1182	6.0%
3 months ago	948	4.8%
3 weeks ago	889	4.5%
a week ago	824	4.2%
4 weeks ago	710	3.6%
yesterday	587	3.0%
4 months ago	575	2.9%
6 months ago	560	2.9%
Other values (71)	10687	54.4%

Frequencies of value counts

Unique

Unique	2 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	13
Median length	12
Mean length	11.24441049
Min length	5

availability_30
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	31
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.560937102
Minimum	0
Maximum	30
Zeros	13283
Zeros (%)	67.6%
Memory size	153.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5
95-th percentile	25
Maximum	30
Range	30
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	8.306954463
Coefficient of variation (CV)	1.821326249
Kurtosis	1.721264152
Mean	4.560937102
Median Absolute Deviation (MAD)	0
Skewness	1.73483416
Sum	89554
Variance	69.00549245
Monotocity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0	13283	67.6%
3	378	1.9%
1	323	1.6%
2	296	1.5%
30	280	1.4%
18	247	1.3%
12	246	1.3%
4	240	1.2%
14	230	1.2%
16	229	1.2%
Other values (21)	3883	19.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13283	67.6%
1	323	1.6%
2	296	1.5%
3	378	1.9%
4	240	1.2%

Value	Count	Frequency (%)
30	280	1.4%
29	189	1.0%
28	165	0.8%
27	149	0.8%
26	133	0.7%

availability_60
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	61
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.576623377
Minimum	0
Maximum	60
Zeros	12138
Zeros (%)	61.8%
Memory size	153.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	11
95-th percentile	47
Maximum	60
Range	60
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	15.39753593
Coefficient of variation (CV)	1.795291137
Kurtosis	2.549646853
Mean	8.576623377
Median Absolute Deviation (MAD)	0
Skewness	1.887050242
Sum	168402
Variance	237.0841128
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12138	61.8%
3	327	1.7%
1	326	1.7%
4	322	1.6%
2	312	1.6%
5	282	1.4%
6	229	1.2%
7	205	1.0%
60	194	1.0%
9	192	1.0%
Other values (51)	5108	26.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12138	61.8%
1	326	1.7%
2	312	1.6%
3	327	1.7%
4	322	1.6%

Value	Count	Frequency (%)
60	194	1.0%
59	121	0.6%
58	92	0.5%
57	72	0.4%
56	47	0.2%

availability_90
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	91
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13.02556659
Minimum	0
Maximum	90
Zeros	11742
Zeros (%)	59.8%
Memory size	153.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	15
95-th percentile	72
Maximum	90
Range	90
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	23.51557427
Coefficient of variation (CV)	1.805339837
Kurtosis	2.536341086
Mean	13.02556659
Median Absolute Deviation (MAD)	0
Skewness	1.902292584
Sum	255757
Variance	552.9822331
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11742	59.8%
4	301	1.5%
3	295	1.5%
1	294	1.5%
2	274	1.4%
5	248	1.3%
6	218	1.1%
11	201	1.0%
7	191	1.0%
90	184	0.9%
Other values (81)	5687	29.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11742	59.8%
1	294	1.5%
2	274	1.4%
3	295	1.5%
4	301	1.5%

Value	Count	Frequency (%)
90	184	0.9%
89	110	0.6%
88	80	0.4%
87	67	0.3%
86	40	0.2%

availability_365
Real number (ℝ_≥0)

ZEROS

Distinct	366
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	49.30720652
Minimum	0
Maximum	365
Zeros	10627
Zeros (%)	54.1%
Memory size	153.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	49
95-th percentile	298
Maximum	365
Range	365
Interquartile range (IQR)	49

Descriptive statistics

Standard deviation	93.18904152
Coefficient of variation (CV)	1.88996798
Kurtosis	3.20995333
Mean	49.30720652
Median Absolute Deviation (MAD)	0
Skewness	2.078582753
Sum	968147
Variance	8684.19746
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10627	54.1%
4	221	1.1%
3	220	1.1%
72	216	1.1%
1	214	1.1%
5	187	1.0%
2	185	0.9%
6	169	0.9%
9	161	0.8%
11	152	0.8%
Other values (356)	7283	37.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	10627	54.1%
1	214	1.1%
2	185	0.9%
3	220	1.1%
4	221	1.1%

Value	Count	Frequency (%)
365	103	0.5%
364	49	0.2%
363	23	0.1%
362	29	0.1%
361	18	0.1%

number_of_reviews
Real number (ℝ_≥0)

ZEROS

Distinct	427
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	25.40524573
Minimum	0
Maximum	839
Zeros	2253
Zeros (%)	11.5%
Memory size	153.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	9
Q3	24
95-th percentile	106
Maximum	839
Range	839
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	54.14055577
Coefficient of variation (CV)	2.131077823
Kurtosis	37.30704495
Mean	25.40524573
Median Absolute Deviation (MAD)	8
Skewness	5.245036633
Sum	498832
Variance	2931.199779
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2253	11.5%
1	1427	7.3%
2	1199	6.1%
3	1066	5.4%
4	891	4.5%
5	799	4.1%
6	744	3.8%
7	667	3.4%
10	591	3.0%
8	578	2.9%
Other values (417)	9420	48.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2253	11.5%
1	1427	7.3%
2	1199	6.1%
3	1066	5.4%
4	891	4.5%

Value	Count	Frequency (%)
839	1	< 0.1%
759	1	< 0.1%
752	1	< 0.1%
698	1	< 0.1%
660	1	< 0.1%

number_of_reviews_ltm
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	129
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.950343774
Minimum	0
Maximum	541
Zeros	8040
Zeros (%)	40.9%
Memory size	153.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	6
95-th percentile	39
Maximum	541
Range	541
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	15.55477525
Coefficient of variation (CV)	2.237986459
Kurtosis	107.8214773
Mean	6.950343774
Median Absolute Deviation (MAD)	2
Skewness	6.382316091
Sum	136470
Variance	241.9510332
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8040	40.9%
1	1547	7.9%
2	1301	6.6%
3	1157	5.9%
4	1020	5.2%
5	884	4.5%
6	829	4.2%
7	579	2.9%
8	504	2.6%
9	416	2.1%
Other values (119)	3358	17.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8040	40.9%
1	1547	7.9%
2	1301	6.6%
3	1157	5.9%
4	1020	5.2%

Value	Count	Frequency (%)
541	1	< 0.1%
371	1	< 0.1%
279	1	< 0.1%
267	1	< 0.1%
169	1	< 0.1%

first_review
Categorical

HIGH CARDINALITY
MISSING

Distinct	2449
Distinct (%)	14.1%
Missing	2253
Missing (%)	11.5%
Memory size	153.4 KiB

2016-03-30	70
2017-04-17	68
2016-05-08	65
2018-04-02	61
2016-01-03	61
Other values (2444)	17057

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
2016-03-30	70	0.4%
2017-04-17	68	0.3%
2016-05-08	65	0.3%
2018-04-02	61	0.3%
2016-01-03	61	0.3%
2020-01-02	57	0.3%
2017-01-01	53	0.3%
2016-08-08	53	0.3%
2016-01-02	52	0.3%
2017-01-02	52	0.3%
Other values (2439)	16790	85.5%
(Missing)	2253	11.5%

Frequencies of value counts

Unique

Unique	440 ?
Unique (%)	2.5%

Histogram of lengths of the category

Length

Max length	10
Median length	10
Mean length	9.196791444
Min length	3

last_review
Categorical

HIGH CARDINALITY
MISSING

Distinct	1552
Distinct (%)	8.9%
Missing	2253
Missing (%)	11.5%
Memory size	153.4 KiB

2020-03-08	403
2020-01-02	379
2020-02-16	340
2020-02-23	326
2020-01-01	278
Other values (1547)	15656

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
2020-03-08	403	2.1%
2020-01-02	379	1.9%
2020-02-16	340	1.7%
2020-02-23	326	1.7%
2020-01-01	278	1.4%
2020-03-01	236	1.2%
2020-01-03	210	1.1%
2020-02-24	192	1.0%
2019-10-20	188	1.0%
2020-03-09	176	0.9%
Other values (1542)	14654	74.6%
(Missing)	2253	11.5%

Frequencies of value counts

Unique

Unique	307 ?
Unique (%)	1.8%

Histogram of lengths of the category

Length

Max length	10
Median length	10
Mean length	9.196791444
Min length	3

review_scores_rating
Real number (ℝ_≥0)

MISSING

Distinct	48
Distinct (%)	0.3%
Missing	2478
Missing (%)	12.6%
Infinite	0
Infinite (%)	0.0%

Mean	95.22294107
Minimum	20
Maximum	100
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	20
5-th percentile	83
Q1	93
median	97
Q3	100
95-th percentile	100
Maximum	100
Range	80
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.569783636
Coefficient of variation (CV)	0.06899370637
Kurtosis	25.81118988
Mean	95.22294107
Median Absolute Deviation (MAD)	3
Skewness	-3.753178065
Sum	1633740
Variance	43.16205703
Monotocity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
100	5054	25.7%
98	1778	9.1%
97	1467	7.5%
96	1361	6.9%
95	1112	5.7%
99	1093	5.6%
93	1033	5.3%
94	730	3.7%
90	712	3.6%
92	498	2.5%
Other values (38)	2319	11.8%
(Missing)	2478	12.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	15	0.1%
30	1	< 0.1%
40	19	0.1%
47	1	< 0.1%
48	1	< 0.1%

Value	Count	Frequency (%)
100	5054	25.7%
99	1093	5.6%
98	1778	9.1%
97	1467	7.5%
96	1361	6.9%

review_scores_accuracy
Real number (ℝ_≥0)

MISSING

Distinct	9
Distinct (%)	0.1%
Missing	2489
Missing (%)	12.7%
Infinite	0
Infinite (%)	0.0%

Mean	9.705179051
Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	2
5-th percentile	9
Q1	10
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6842254638
Coefficient of variation (CV)	0.07050106549
Kurtosis	30.85946827
Mean	9.705179051
Median Absolute Deviation (MAD)	0
Skewness	-4.319161438
Sum	166405
Variance	0.4681644853
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
10	13275	67.6%
9	3164	16.1%
8	505	2.6%
7	76	0.4%
6	64	0.3%
4	26	0.1%
2	19	0.1%
5	15	0.1%
3	2	< 0.1%
(Missing)	2489	12.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	19	0.1%
3	2	< 0.1%
4	26	0.1%
5	15	0.1%
6	64	0.3%

Value	Count	Frequency (%)
10	13275	67.6%
9	3164	16.1%
8	505	2.6%
7	76	0.4%
6	64	0.3%

review_scores_cleanliness
Real number (ℝ_≥0)

MISSING

Distinct	9
Distinct (%)	0.1%
Missing	2487
Missing (%)	12.7%
Infinite	0
Infinite (%)	0.0%

Mean	9.483846513
Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	9
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8657652754
Coefficient of variation (CV)	0.09128841069
Kurtosis	15.68296841
Mean	9.483846513
Median Absolute Deviation (MAD)	0
Skewness	-3.024395259
Sum	162629
Variance	0.7495495121
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
10	10766	54.8%
9	4812	24.5%
8	1127	5.7%
7	214	1.1%
6	138	0.7%
4	36	0.2%
2	32	0.2%
5	21	0.1%
3	2	< 0.1%
(Missing)	2487	12.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	32	0.2%
3	2	< 0.1%
4	36	0.2%
5	21	0.1%
6	138	0.7%

Value	Count	Frequency (%)
10	10766	54.8%
9	4812	24.5%
8	1127	5.7%
7	214	1.1%
6	138	0.7%

review_scores_checkin
Real number (ℝ_≥0)

MISSING

Distinct	9
Distinct (%)	0.1%
Missing	2497
Missing (%)	12.7%
Infinite	0
Infinite (%)	0.0%

Mean	9.76531684
Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	2
5-th percentile	9
Q1	10
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6234090718
Coefficient of variation (CV)	0.06383910344
Kurtosis	35.0073281
Mean	9.76531684
Median Absolute Deviation (MAD)	0
Skewness	-4.617490111
Sum	167358
Variance	0.3886388708
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
10	14126	71.9%
9	2387	12.2%
8	435	2.2%
7	87	0.4%
6	71	0.4%
2	16	0.1%
4	10	0.1%
5	5	< 0.1%
3	1	< 0.1%
(Missing)	2497	12.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	16	0.1%
3	1	< 0.1%
4	10	0.1%
5	5	< 0.1%
6	71	0.4%

Value	Count	Frequency (%)
10	14126	71.9%
9	2387	12.2%
8	435	2.2%
7	87	0.4%
6	71	0.4%

review_scores_communication
Real number (ℝ_≥0)

MISSING

Distinct	9
Distinct (%)	0.1%
Missing	2489
Missing (%)	12.7%
Infinite	0
Infinite (%)	0.0%

Mean	9.807768576
Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	2
5-th percentile	9
Q1	10
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5945413806
Coefficient of variation (CV)	0.06061943407
Kurtosis	52.92387574
Mean	9.807768576
Median Absolute Deviation (MAD)	0
Skewness	-5.786483094
Sum	168164
Variance	0.3534794532
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
10	14705	74.9%
9	1952	9.9%
8	333	1.7%
7	65	0.3%
6	53	0.3%
2	22	0.1%
4	11	0.1%
5	3	< 0.1%
3	2	< 0.1%
(Missing)	2489	12.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	22	0.1%
3	2	< 0.1%
4	11	0.1%
5	3	< 0.1%
6	53	0.3%

Value	Count	Frequency (%)
10	14705	74.9%
9	1952	9.9%
8	333	1.7%
7	65	0.3%
6	53	0.3%

review_scores_location
Real number (ℝ_≥0)

MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	2495
Missing (%)	12.7%
Infinite	0
Infinite (%)	0.0%

Mean	9.514935823
Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	9
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6903930303
Coefficient of variation (CV)	0.07255887409
Kurtosis	8.376341691
Mean	9.514935823
Median Absolute Deviation (MAD)	0
Skewness	-1.992113979
Sum	163086
Variance	0.4766425363
Monotocity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
10	10240	52.2%
9	5815	29.6%
8	892	4.5%
6	93	0.5%
7	88	0.4%
2	5	< 0.1%
4	4	< 0.1%
5	3	< 0.1%
(Missing)	2495	12.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	5	< 0.1%
4	4	< 0.1%
5	3	< 0.1%
6	93	0.5%
7	88	0.4%

Value	Count	Frequency (%)
10	10240	52.2%
9	5815	29.6%
8	892	4.5%
7	88	0.4%
6	93	0.5%

review_scores_value
Real number (ℝ_≥0)

MISSING

Distinct	9
Distinct (%)	0.1%
Missing	2495
Missing (%)	12.7%
Infinite	0
Infinite (%)	0.0%

Mean	9.202567095
Minimum	2
Maximum	10
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	2
5-th percentile	8
Q1	9
median	9
Q3	10
95-th percentile	10
Maximum	10
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8003546332
Coefficient of variation (CV)	0.08697080118
Kurtosis	11.88410479
Mean	9.202567095
Median Absolute Deviation (MAD)	0
Skewness	-2.129366989
Sum	157732
Variance	0.6405675388
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
9	8913	45.4%
10	6209	31.6%
8	1640	8.4%
7	191	1.0%
6	125	0.6%
4	28	0.1%
2	20	0.1%
5	12	0.1%
3	2	< 0.1%
(Missing)	2495	12.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	20	0.1%
3	2	< 0.1%
4	28	0.1%
5	12	0.1%
6	125	0.6%

Value	Count	Frequency (%)
10	6209	31.6%
9	8913	45.4%
8	1640	8.4%
7	191	1.0%
6	125	0.6%

requires_license
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

f	19635

Frequencies
Length

Value	Count	Frequency (%)
f	19635	100.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

instant_bookable
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

f	14511
t	5124

Common Values
Chart

Value	Count	Frequency (%)
f	14511	73.9%
t	5124	26.1%

cancellation_policy
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

strict_14_with_grace_period	7818
moderate	7029
flexible	4707
super_strict_60	52
super_strict_30	29

Frequencies
Length

Value	Count	Frequency (%)
strict_14_with_grace_period	7818	39.8%
moderate	7029	35.8%
flexible	4707	24.0%
super_strict_60	52	0.3%
super_strict_30	29	0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	27
Median length	8
Mean length	15.59404125
Min length	8

require_guest_profile_picture
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

f	19432
t	203

Common Values
Chart

Value	Count	Frequency (%)
f	19432	99.0%
t	203	1.0%

require_guest_phone_verification
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	153.4 KiB

f	19375
t	260

Common Values
Chart

Value	Count	Frequency (%)
f	19375	98.7%
t	260	1.3%

reviews_per_month
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	735
Distinct (%)	4.2%
Missing	2253
Missing (%)	11.5%
Infinite	0
Infinite (%)	0.0%

Mean	0.8956334139
Minimum	0.01
Maximum	60.79
Zeros	0
Zeros (%)	0.0%
Memory size	153.4 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.05
Q1	0.2
median	0.46
Q3	0.94
95-th percentile	3.75
Maximum	60.79
Range	60.78
Interquartile range (IQR)	0.74

Descriptive statistics

Standard deviation	1.424553111
Coefficient of variation (CV)	1.590553779
Kurtosis	247.6482297
Mean	0.8956334139
Median Absolute Deviation (MAD)	0.31
Skewness	8.969070935
Sum	15567.9
Variance	2.029351566
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	332	1.7%
0.07	298	1.5%
0.09	269	1.4%
0.04	269	1.4%
0.13	260	1.3%
0.05	258	1.3%
0.15	241	1.2%
0.11	239	1.2%
0.14	233	1.2%
0.06	232	1.2%
Other values (725)	14751	75.1%
(Missing)	2253	11.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.01	10	0.1%
0.02	332	1.7%
0.03	197	1.0%
0.04	269	1.4%
0.05	258	1.3%

Value	Count	Frequency (%)
60.79	1	< 0.1%
42.16	1	< 0.1%
32.3	1	< 0.1%
22.85	1	< 0.1%
22.43	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	id	host_id	neighbourhood	zipcode	latitude	longitude	is_location_exact	property_type	room_type	accommodates	bathrooms	bedrooms	beds	bed_type	amenities	square_feet	price	security_deposit	cleaning_fee	guests_included	extra_people	minimum_nights	maximum_nights	calendar_updated	availability_30	availability_60	availability_90	availability_365	number_of_reviews	number_of_reviews_ltm	first_review	last_review	review_scores_rating	review_scores_accuracy	review_scores_cleanliness	review_scores_checkin	review_scores_communication	review_scores_location	review_scores_value	requires_license	instant_bookable	cancellation_policy	require_guest_profile_picture	require_guest_phone_verification	reviews_per_month
0	2818	3159	Indische Buurt	NaN	52.36575	4.94142	f	Apartment	Private room	2	1.5	1.0	2.0	Real Bed	{Internet,Wifi,"Paid parking off premises","Buzzer/wireless intercom",Heating,Washer,"Smoke detector","Carbon monoxide detector","First aid kit","Safety card","Fire extinguisher",Essentials,Shampoo,"Lock on bedroom door","24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace","translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50","Private entrance","Hot water","Bed linens","Extra pillows and blankets","Ethernet connection","Coffee maker",Refrigerator,"Single level home","Garden or backyard","Host greets you","Paid parking on premises","Trash can"}	NaN	$59.00	$200.00	$60.00	1	$20.00	3	15	2 weeks ago	17	32	62	81	278	28	2009-03-30	2020-02-14	98.0	10.0	10.0	10.0	10.0	9.0	10.0	f	t	strict_14_with_grace_period	f	f	2.08
1	20168	59484	Grachtengordel	1017	52.36509	4.89354	t	Townhouse	Private room	2	1.0	1.0	1.0	Real Bed	{TV,Internet,Wifi,"Paid parking off premises","Free street parking",Heating,"Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Hangers,"Hair dryer","Laptop friendly workspace","translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50","Hot water","Bed linens",Refrigerator,"Long term stays allowed","Host greets you"}	NaN	$100.00	NaN	NaN	2	$0.00	1	365	today	6	22	52	164	331	74	2010-03-02	2020-03-11	89.0	10.0	10.0	10.0	10.0	10.0	9.0	f	t	strict_14_with_grace_period	f	f	2.71
2	25428	56142	Grachtengordel	1016	52.37297	4.88339	f	Apartment	Entire home/apt	3	1.0	1.0	1.0	Real Bed	{TV,"Cable TV",Internet,Wifi,Kitchen,Elevator,"Indoor fireplace","Buzzer/wireless intercom",Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Private living room","Hot water","Bed linens","Extra pillows and blankets",Microwave,"Coffee maker",Refrigerator,Dishwasher,"Dishes and silverware","Cooking basics",Oven,Stove,"Long term stays allowed"}	NaN	$125.00	$300.00	$40.00	2	$10.00	14	60	2 months ago	0	19	22	132	5	3	2018-01-21	2020-02-09	100.0	10.0	10.0	10.0	10.0	10.0	10.0	f	f	strict_14_with_grace_period	f	f	0.19
3	27886	97647	Westelijke Eilanden	1013	52.38761	4.89188	t	Houseboat	Private room	2	1.5	1.0	2.0	Real Bed	{TV,Internet,Wifi,Breakfast,Heating,"Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer","Laptop friendly workspace","translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50","Self check-in","Smart lock","Private living room","Private entrance","Hot water","Coffee maker",Refrigerator,"Dishes and silverware","Patio or balcony","Lake access"}	NaN	$155.00	$0.00	$0.00	1	$0.00	2	730	4 days ago	4	11	11	151	217	36	2012-01-09	2020-03-02	99.0	10.0	10.0	10.0	10.0	10.0	10.0	f	t	strict_14_with_grace_period	f	f	2.18
4	28871	124245	Amsterdam Centrum	1017	52.36719	4.89092	t	Apartment	Private room	2	1.0	1.0	1.0	Real Bed	{Internet,Wifi,"Pets live on this property",Cat(s),Heating,Dryer,"Smoke detector","Fire extinguisher",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer","Private entrance","Hot water",Refrigerator,"Host greets you"}	NaN	$75.00	NaN	NaN	1	$0.00	2	1825	6 weeks ago	18	24	26	146	329	84	2010-08-22	2020-03-01	97.0	10.0	10.0	10.0	10.0	10.0	9.0	f	f	moderate	f	f	2.83
5	29051	124245	Amsterdam Centrum	1017	52.36773	4.89151	t	Apartment	Private room	1	1.0	1.0	1.0	Real Bed	{Internet,Wifi,"Smoking allowed","Pets allowed",Heating,"Smoke detector","Fire extinguisher",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer",Iron,"translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50","Private entrance","Hot water","Bed linens","Coffee maker",Refrigerator,"Host greets you","Shower gel"}	NaN	$55.00	NaN	NaN	1	$0.00	2	730	yesterday	6	15	16	179	478	80	2011-03-16	2020-03-08	95.0	10.0	10.0	10.0	10.0	10.0	9.0	f	f	moderate	f	f	4.36
6	31080	133488	Hoofddorppleinbuurt	1059	52.35132	4.84838	f	Apartment	Entire home/apt	4	1.0	3.0	3.0	Real Bed	{TV,"Cable TV",Internet,Wifi,Kitchen,"Buzzer/wireless intercom",Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Shampoo,"translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50",Microwave,"Coffee maker",Refrigerator,Dishwasher,"Dishes and silverware","Cooking basics",Oven,Stove,"Patio or balcony","Host greets you"}	NaN	$219.00	NaN	$60.00	4	$30.00	3	365	15 months ago	0	0	0	70	32	0	2011-08-06	2017-10-16	95.0	9.0	10.0	10.0	10.0	9.0	9.0	f	f	moderate	f	f	0.31
7	41125	178515	Jordaan	1015	52.37891	4.88321	f	Apartment	Entire home/apt	3	1.0	1.0	1.0	Real Bed	{TV,"Cable TV",Internet,Wifi,Kitchen,"Paid parking off premises","Buzzer/wireless intercom",Heating,Washer,Dryer,"Fire extinguisher",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","translation missing: en.hosting_amenity_49","translation missing: en.hosting_amenity_50","Self check-in",Keypad,"Hot water","Bed linens",Microwave,"Coffee maker",Refrigerator,Dishwasher,"Dishes and silverware","Cooking basics",Oven,Stove,"Patio or balcony","Luggage dropoff allowed"}	NaN	$180.00	$100.00	$40.00	2	$45.00	4	35	yesterday	6	7	7	23	89	12	2010-11-25	2020-02-10	96.0	10.0	10.0	10.0	10.0	10.0	9.0	f	f	moderate	f	f	0.79
8	42970	187580	Amsterdam Centrum	1012	52.36781	4.89001	t	Bed and breakfast	Hotel room	2	1.0	1.0	1.0	Real Bed	{TV,"Cable TV",Internet,Wifi,Heating,"Family/kid friendly",Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Shampoo,"24-hour check-in",Hangers,"Hair dryer",Iron,"Laptop friendly workspace","translation missing: en.hosting_amenity_49","Private entrance","Baby bath"}	NaN	$159.00	$300.00	$35.00	1	$0.00	3	1100	4 weeks ago	6	11	16	145	471	34	2010-09-06	2020-02-26	98.0	10.0	10.0	10.0	10.0	10.0	9.0	f	t	strict_14_with_grace_period	f	t	4.06
9	46386	207342	Oud-Zuid	1074 VM	52.35247	4.90825	t	Apartment	Entire home/apt	2	1.0	1.0	1.0	Real Bed	{TV,"Cable TV",Internet,Wifi,Kitchen,"Pets allowed","Buzzer/wireless intercom",Heating,"Smoke detector",Essentials,Shampoo,Hangers,Refrigerator,Dishwasher,"Dishes and silverware","Cooking basics",Oven,Stove,"EV charger","Patio or balcony","Long term stays allowed"}	721.0	$150.00	$250.00	$50.00	2	$50.00	3	1825	27 months ago	0	0	0	0	3	0	2010-09-16	2018-01-03	93.0	10.0	9.0	9.0	9.0	8.0	8.0	f	f	flexible	f	f	0.03

Last rows

	id	host_id	neighbourhood	zipcode	latitude	longitude	is_location_exact	property_type	room_type	accommodates	bathrooms	bedrooms	beds	bed_type	amenities	square_feet	price	security_deposit	cleaning_fee	guests_included	extra_people	minimum_nights	maximum_nights	calendar_updated	availability_30	availability_60	availability_90	availability_365	first_review	last_review	review_scores_rating	review_scores_accuracy	review_scores_cleanliness	review_scores_checkin	review_scores_communication	review_scores_location	review_scores_value	requires_license	instant_bookable	cancellation_policy	require_guest_profile_picture	require_guest_phone_verification	reviews_per_month
19625	42870295	340475366	Oud-West	1053 DP	52.366800	4.870790	t	Apartment	Entire home/apt	4	1.0	0.0	1.0	Real Bed	{TV,Wifi,Kitchen,"Pets allowed",Heating,Washer,Dryer,"Smoke detector",Essentials,Shampoo,Hangers,"Hair dryer","Laptop friendly workspace"}	NaN	$160.00	$0.00	$70.00	2	$50.00	1	1125	yesterday	27	57	87	177	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	f	f	strict_14_with_grace_period	f	f	NaN
19626	42873652	337073853	Frederik Hendrikbuurt	1052 GS	52.377590	4.875030	t	Apartment	Entire home/apt	2	1.0	2.0	2.0	Real Bed	{TV,Wifi,Kitchen,"Pets allowed",Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector",Essentials,Shampoo,Hangers,"Hair dryer",Iron,"Laptop friendly workspace","Private entrance"}	NaN	$150.00	NaN	NaN	1	$0.00	2	1125	yesterday	2	2	2	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	f	t	flexible	f	f	NaN
19627	42875517	7594884	Zeeburg	1019 DX	52.367700	4.949900	t	Apartment	Entire home/apt	4	1.0	3.0	5.0	Real Bed	{TV,"Cable TV",Wifi,Kitchen,Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","Fire extinguisher",Essentials,Hangers,"Hair dryer","Laptop friendly workspace","Private entrance",Bathtub,"Children’s books and toys","Window guards","Pack ’n Play/travel crib","Hot water","Bed linens",Microwave,"Coffee maker",Refrigerator,Dishwasher,"Dishes and silverware",Oven,Stove,"Patio or balcony","Garden or backyard","Wide hallways","Wide entrance for guests","Flat path to guest entrance","Well-lit path to entrance"}	NaN	$555.00	$0.00	$55.00	1	$0.00	1	45	yesterday	0	0	0	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	f	t	strict_14_with_grace_period	f	f	NaN
19628	42878916	341432744	Grachtengordel	1012 SR	52.378340	4.890830	t	Townhouse	Private room	2	1.0	1.0	NaN	Real Bed	{Wifi,Heating,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer","Private entrance"}	NaN	$110.00	NaN	NaN	1	$0.00	2	10	yesterday	24	54	84	359	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	f	t	flexible	f	f	NaN
19629	42884889	341483959	Grachtengordel	1017 JW	52.365582	4.885191	t	Apartment	Entire home/apt	5	2.0	2.0	3.0	Real Bed	{TV,Wifi,"Air conditioning",Pool,Kitchen,"Free parking on premises",Gym,Essentials}	NaN	$185.00	NaN	NaN	1	$0.00	2	1125	today	23	51	81	356	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	f	f	flexible	f	f	NaN
19630	42886432	317091588	Grachtengordel	1012 MC	52.376222	4.896972	f	Apartment	Private room	4	1.0	1.0	2.0	Real Bed	{Wifi,Kitchen,Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer","Laptop friendly workspace"}	NaN	$100.00	$0.00	$25.00	2	$40.00	2	1125	today	12	24	27	27	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	f	t	strict_14_with_grace_period	f	f	NaN
19631	42888420	151116751	Amsterdam Centrum	1012 VH	52.376147	4.891434	t	Apartment	Entire home/apt	4	1.5	2.0	2.0	Real Bed	{TV,Wifi,Kitchen,Heating,Washer,Dryer,"Smoke detector","Carbon monoxide detector","First aid kit","Fire extinguisher",Essentials,Shampoo,"Lock on bedroom door",Hangers,"Hair dryer",Iron,"Private entrance"}	NaN	$495.00	NaN	NaN	1	$0.00	3	1125	never	30	60	90	365	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	f	t	flexible	f	f	NaN
19632	42888759	112682186	Bos en Lommer	1055 LT	52.379798	4.857023	t	Apartment	Entire home/apt	2	1.0	1.0	NaN	Real Bed	{Wifi,Kitchen,Heating,Essentials,Shampoo,"Lock on bedroom door","Hair dryer","Private entrance"}	NaN	$70.00	NaN	NaN	1	$0.00	2	1125	never	2	2	2	2	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	f	f	flexible	f	f	NaN
19633	42889001	341510886	Slotervaart	1066 HA	52.342037	4.822708	t	Condominium	Private room	1	1.0	1.0	NaN	Real Bed	{TV,Wifi,"Air conditioning",Kitchen,"Free parking on premises","Pets allowed",Gym,Breakfast,Heating,Washer,Dryer,Essentials,Shampoo,"Hair dryer",Iron,"Private living room","Private entrance"}	NaN	$95.00	NaN	NaN	1	$0.00	2	1125	today	23	53	83	358	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	f	t	flexible	f	f	NaN
19634	42889614	341514376	Bos en Lommer	1056 XH	52.377335	4.861110	t	Apartment	Private room	1	1.0	1.0	NaN	Real Bed	{TV,Wifi,"Air conditioning",Kitchen,Heating,Essentials,Shampoo,"Hair dryer",Iron,"Laptop friendly workspace"}	NaN	$50.00	NaN	NaN	1	$0.00	1	1125	today	12	42	72	347	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	f	t	flexible	f	f	NaN

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows